{"id":"W2028787289","doi":"10.1103/physrevlett.102.127404","title":"Gain Control in Semiconductor Quantum Dots via State-Resolved Optical Pumping","year":2009,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Quantum dot; Semiconductor; Physics; Exciton; Quantum dot laser; Optical pumping; Optoelectronics; Semiconductor optical gain; Materials science; Semiconductor laser theory; Condensed matter physics; Optics; Laser","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001814013,0.0002566976,0.0002144111,0.0001455199,0.000207896,0.0005284817,0.0003466503,0.0002465968,0.0004772682],"category_scores_gemma":[0.0004234042,0.0002188622,0.0001152064,0.0001425193,0.0005531826,0.0003885907,0.000393877,0.0003669263,0.00009029666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327761,"about_ca_system_score_gemma":0.0002264337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004319878,"about_ca_topic_score_gemma":0.0008989298,"domain_scores_codex":[0.9998707,0.00002106543,0.000009184742,0.00003566318,0.00004126826,0.00002220597],"domain_scores_gemma":[0.9997596,0.00009878592,0.00005846307,0.00002877599,0.00002821568,0.00002611413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004108177,0.00002109932,0.0001177846,0.00001760993,0.00000358306,0.00002252261,0.00002769486,0.001056948,0.9952401,0.001888049,0.00003037586,0.001533196],"study_design_scores_gemma":[0.00004126747,0.00006995648,0.0004283119,0.000003506591,0.000006587085,0.00003291489,0.00001331587,0.0237645,0.9742703,0.0008058064,0.000550516,0.00001292821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857707,0.0002291703,0.0117112,0.0001202416,0.00001925338,0.00001789888,0.00004676574,0.0001212509,0.00196344],"genre_scores_gemma":[0.9965203,0.0001188425,0.002935832,0.00001434717,0.000003459974,0.000009782615,0.00001267271,0.00001257659,0.0003722749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005284817,"threshold_uncertainty_score":0.003140032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331956742277399,"score_gpt":0.2795870807806711,"score_spread":0.2562675133578972,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}